iBreakDown: Uncertainty of Model Explanations for Non-additive Predictive Models.
Alicja GosiewskaPrzemyslaw BiecekPublished in: CoRR (2019)
Keyphrases
- probabilistic model
- analytical model
- statistical models
- formal model
- modeling framework
- experimental data
- neural network model
- predictive model
- high level
- generic model
- stochastic model
- autoregressive
- simulation model
- computational models
- linear regression
- accurate models
- linear model
- hybrid model
- mathematical model
- goodness of fit
- parameter estimation
- modeling method
- similarity measure
- multiple models
- theoretical models
- neural network
- explanatory power
- decision theoretic
- mathematical models
- hidden markov models
- prior knowledge